Overview
Brought to you by YData
Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 74612 |
| Missing cells | 9 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 8 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 12.5 MiB |
| Average record size in memory | 176.0 B |
Variable types
| DateTime | 1 |
|---|---|
| Text | 2 |
| Categorical | 11 |
| Numeric | 7 |
| Unsupported | 1 |
| Dataset has 8 (< 0.1%) duplicate rows | Duplicates |
Classification_Of_Accident is highly overall correlated with Num_of_Fatal_Injuries | High correlation |
Lat is highly overall correlated with Long | High correlation |
Location_Type is highly overall correlated with Traffic_Control | High correlation |
Long is highly overall correlated with Lat | High correlation |
Num_of_Fatal_Injuries is highly overall correlated with Classification_Of_Accident and 4 other fields | High correlation |
Num_of_Injuries is highly overall correlated with Num_of_Fatal_Injuries and 2 other fields | High correlation |
Num_of_Major_Injuries is highly overall correlated with Num_of_Fatal_Injuries | High correlation |
Num_of_Minimal_Injuries is highly overall correlated with Num_of_Fatal_Injuries and 2 other fields | High correlation |
Num_of_Minor_Injuries is highly overall correlated with Num_of_Fatal_Injuries and 2 other fields | High correlation |
Traffic_Control is highly overall correlated with Location_Type | High correlation |
Classification_Of_Accident is highly imbalanced (56.2%) | Imbalance |
Road_Surface_Condition is highly imbalanced (53.9%) | Imbalance |
Environment_Condition is highly imbalanced (65.3%) | Imbalance |
Traffic_Control is highly imbalanced (56.8%) | Imbalance |
Num_Of_Pedestrians is highly imbalanced (92.3%) | Imbalance |
Num_of_Bicycles is highly imbalanced (93.4%) | Imbalance |
Num_of_Motorcycles is highly imbalanced (96.4%) | Imbalance |
Num_of_Fatal_Injuries is highly imbalanced (99.0%) | Imbalance |
Num_of_Major_Injuries is highly skewed (γ1 = 31.27932899) | Skewed |
Lat is highly skewed (γ1 = -23.8028575) | Skewed |
Max_Injury is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Num_of_Injuries has 61195 (82.0%) zeros | Zeros |
Num_of_Minimal_Injuries has 68879 (92.3%) zeros | Zeros |
Num_of_Minor_Injuries has 68879 (92.3%) zeros | Zeros |
Num_of_Major_Injuries has 73941 (99.1%) zeros | Zeros |
Reproduction
| Analysis started | 2024-10-16 22:09:20.146222 |
|---|---|
| Analysis finished | 2024-10-16 22:09:42.122720 |
| Duration | 21.98 seconds |
| Software version | ydata-profiling vv4.11.0 |
| Download configuration | config.json |
Variables
Accident_Date
Date
| Distinct | 2184 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 583.0 KiB |
| Minimum | 2017-01-01 00:00:00 |
|---|---|
| Maximum | 2022-12-30 00:00:00 |
Accident_Time
Text
| Distinct | 1439 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 583.0 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 4.8502386 |
| Min length | 4 |
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 1:28 |
|---|---|
| 2nd row | 3:16 |
| 3rd row | 7:17 |
| 4th row | 8:58 |
| 5th row | 11:41 |
| Value | Count | Frequency (%) |
| unknown | 2757 | 3.7% |
| 16:30 | 614 | 0.8% |
| 17:00 | 590 | 0.8% |
| 16:00 | 568 | 0.8% |
| 15:30 | 543 | 0.7% |
| 15:00 | 503 | 0.7% |
| 17:30 | 478 | 0.6% |
| 18:00 | 450 | 0.6% |
| 14:30 | 432 | 0.6% |
| 14:00 | 426 | 0.6% |
| Other values (1429) | 67251 |
Most occurring characters
| Value | Count | Frequency (%) |
| : | 71855 | |
| 1 | 70546 | |
| 0 | 41764 | |
| 2 | 29516 | |
| 5 | 29513 | |
| 3 | 24368 | 6.7% |
| 4 | 21926 | 6.1% |
| 7 | 14473 | 4.0% |
| 8 | 13514 | 3.7% |
| 6 | 13495 | 3.7% |
| Other values (6) | 30916 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 361886 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| : | 71855 | |
| 1 | 70546 | |
| 0 | 41764 | |
| 2 | 29516 | |
| 5 | 29513 | |
| 3 | 24368 | 6.7% |
| 4 | 21926 | 6.1% |
| 7 | 14473 | 4.0% |
| 8 | 13514 | 3.7% |
| 6 | 13495 | 3.7% |
| Other values (6) | 30916 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 361886 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| : | 71855 | |
| 1 | 70546 | |
| 0 | 41764 | |
| 2 | 29516 | |
| 5 | 29513 | |
| 3 | 24368 | 6.7% |
| 4 | 21926 | 6.1% |
| 7 | 14473 | 4.0% |
| 8 | 13514 | 3.7% |
| 6 | 13495 | 3.7% |
| Other values (6) | 30916 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 361886 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| : | 71855 | |
| 1 | 70546 | |
| 0 | 41764 | |
| 2 | 29516 | |
| 5 | 29513 | |
| 3 | 24368 | 6.7% |
| 4 | 21926 | 6.1% |
| 7 | 14473 | 4.0% |
| 8 | 13514 | 3.7% |
| 6 | 13495 | 3.7% |
| Other values (6) | 30916 |
Location
Text
| Distinct | 13305 |
|---|---|
| Distinct (%) | 17.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 583.0 KiB |
Length
| Max length | 150 |
|---|---|
| Median length | 106 |
| Mean length | 49.927974 |
| Min length | 25 |
Unique
| Unique | 5991 ? |
|---|---|
| Unique (%) | 8.0% |
Sample
| 1st row | WEST RIDGE DR btwn PARLOR PL & BERT G. ARGUE DR (__5RG32N) |
|---|---|
| 2nd row | VANIER PKWY SB btwn DONALD ST & MCARTHUR AVE (__3Z07B5) |
| 3rd row | OLD RICHMOND RD @ ROBERTSON RD (0000639) |
| 4th row | MERIVALE RD @ WOODFIELD DR/ROYDON PL (0009776) |
| 5th row | BANK ST @ BELANGER AVE/LAMIRA ST (0007208) |
| Value | Count | Frequency (%) |
| 74827 | 11.7% | |
| rd | 50463 | 7.9% |
| btwn | 34169 | 5.3% |
| st | 32930 | 5.1% |
| ave | 25830 | 4.0% |
| dr | 24418 | 3.8% |
| hwy417 | 14149 | 2.2% |
| 417 | 8653 | 1.4% |
| highway | 7985 | 1.2% |
| blvd | 5377 | 0.8% |
| Other values (20243) | 361073 |
Most occurring characters
| Value | Count | Frequency (%) |
| 565492 | 15.2% | |
| R | 236511 | 6.3% |
| A | 196321 | 5.3% |
| E | 195423 | 5.2% |
| 0 | 162570 | 4.4% |
| D | 148473 | 4.0% |
| N | 125223 | 3.4% |
| I | 120553 | 3.2% |
| L | 112787 | 3.0% |
| S | 111854 | 3.0% |
| Other values (56) | 1750019 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3725226 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 565492 | 15.2% | |
| R | 236511 | 6.3% |
| A | 196321 | 5.3% |
| E | 195423 | 5.2% |
| 0 | 162570 | 4.4% |
| D | 148473 | 4.0% |
| N | 125223 | 3.4% |
| I | 120553 | 3.2% |
| L | 112787 | 3.0% |
| S | 111854 | 3.0% |
| Other values (56) | 1750019 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3725226 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 565492 | 15.2% | |
| R | 236511 | 6.3% |
| A | 196321 | 5.3% |
| E | 195423 | 5.2% |
| 0 | 162570 | 4.4% |
| D | 148473 | 4.0% |
| N | 125223 | 3.4% |
| I | 120553 | 3.2% |
| L | 112787 | 3.0% |
| S | 111854 | 3.0% |
| Other values (56) | 1750019 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3725226 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 565492 | 15.2% | |
| R | 236511 | 6.3% |
| A | 196321 | 5.3% |
| E | 195423 | 5.2% |
| 0 | 162570 | 4.4% |
| D | 148473 | 4.0% |
| N | 125223 | 3.4% |
| I | 120553 | 3.2% |
| L | 112787 | 3.0% |
| S | 111854 | 3.0% |
| Other values (56) | 1750019 |
Location_Type
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 583.0 KiB |
| Intersection | |
|---|---|
| Midblock |
Length
| Max length | 12 |
|---|---|
| Median length | 12 |
| Mean length | 10.168069 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Midblock |
|---|---|
| 2nd row | Midblock |
| 3rd row | Intersection |
| 4th row | Intersection |
| 5th row | Intersection |
Common Values
| Value | Count | Frequency (%) |
| Intersection | 40441 | |
| Midblock | 34171 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| intersection | 40441 | |
| midblock | 34171 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 80882 | |
| t | 80882 | |
| e | 80882 | |
| c | 74612 | |
| i | 74612 | |
| o | 74612 | |
| I | 40441 | 5.3% |
| r | 40441 | 5.3% |
| s | 40441 | 5.3% |
| M | 34171 | 4.5% |
| Other values (4) | 136684 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 758660 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 80882 | |
| t | 80882 | |
| e | 80882 | |
| c | 74612 | |
| i | 74612 | |
| o | 74612 | |
| I | 40441 | 5.3% |
| r | 40441 | 5.3% |
| s | 40441 | 5.3% |
| M | 34171 | 4.5% |
| Other values (4) | 136684 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 758660 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 80882 | |
| t | 80882 | |
| e | 80882 | |
| c | 74612 | |
| i | 74612 | |
| o | 74612 | |
| I | 40441 | 5.3% |
| r | 40441 | 5.3% |
| s | 40441 | 5.3% |
| M | 34171 | 4.5% |
| Other values (4) | 136684 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 758660 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 80882 | |
| t | 80882 | |
| e | 80882 | |
| c | 74612 | |
| i | 74612 | |
| o | 74612 | |
| I | 40441 | 5.3% |
| r | 40441 | 5.3% |
| s | 40441 | 5.3% |
| M | 34171 | 4.5% |
| Other values (4) | 136684 |
Classification_Of_Accident
Categorical
High correlation  Imbalance 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 583.0 KiB |
| 03 - P.D. only | |
|---|---|
| 02 - Non-fatal injury | |
| 01 - Fatal injury | 141 |
Length
| Max length | 21 |
|---|---|
| Median length | 14 |
| Mean length | 15.251206 |
| Min length | 14 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 03 - P.D. only |
|---|---|
| 2nd row | 03 - P.D. only |
| 3rd row | 03 - P.D. only |
| 4th row | 03 - P.D. only |
| 5th row | 03 - P.D. only |
Common Values
| Value | Count | Frequency (%) |
| 03 - P.D. only | 61195 | |
| 02 - Non-fatal injury | 13276 | 17.8% |
| 01 - Fatal injury | 141 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 74612 | ||
| 03 | 61195 | |
| p.d | 61195 | |
| only | 61195 | |
| injury | 13417 | 4.5% |
| 02 | 13276 | 4.4% |
| non-fatal | 13276 | 4.4% |
| 01 | 141 | < 0.1% |
| fatal | 141 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 223836 | ||
| . | 122390 | |
| n | 87888 | 7.7% |
| - | 87888 | 7.7% |
| l | 74612 | 6.6% |
| y | 74612 | 6.6% |
| 0 | 74612 | 6.6% |
| o | 74471 | 6.5% |
| D | 61195 | 5.4% |
| P | 61195 | 5.4% |
| Other values (12) | 195224 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1137923 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 223836 | ||
| . | 122390 | |
| n | 87888 | 7.7% |
| - | 87888 | 7.7% |
| l | 74612 | 6.6% |
| y | 74612 | 6.6% |
| 0 | 74612 | 6.6% |
| o | 74471 | 6.5% |
| D | 61195 | 5.4% |
| P | 61195 | 5.4% |
| Other values (12) | 195224 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1137923 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 223836 | ||
| . | 122390 | |
| n | 87888 | 7.7% |
| - | 87888 | 7.7% |
| l | 74612 | 6.6% |
| y | 74612 | 6.6% |
| 0 | 74612 | 6.6% |
| o | 74471 | 6.5% |
| D | 61195 | 5.4% |
| P | 61195 | 5.4% |
| Other values (12) | 195224 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1137923 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 223836 | ||
| . | 122390 | |
| n | 87888 | 7.7% |
| - | 87888 | 7.7% |
| l | 74612 | 6.6% |
| y | 74612 | 6.6% |
| 0 | 74612 | 6.6% |
| o | 74471 | 6.5% |
| D | 61195 | 5.4% |
| P | 61195 | 5.4% |
| Other values (12) | 195224 |
Initial_Impact_Type
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 5 |
| Missing (%) | < 0.1% |
| Memory size | 583.0 KiB |
| 03 - Rear end | |
|---|---|
| 07 - SMV other | |
| 04 - Sideswipe | |
| 02 - Angle | |
| 05 - Turning movement | |
| Other values (3) |
Length
| Max length | 27 |
|---|---|
| Median length | 21 |
| Mean length | 14.854853 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 07 - SMV other |
|---|---|
| 2nd row | 04 - Sideswipe |
| 3rd row | 07 - SMV other |
| 4th row | 03 - Rear end |
| 5th row | 99 - Other |
Common Values
| Value | Count | Frequency (%) |
| 03 - Rear end | 24776 | |
| 07 - SMV other | 11885 | |
| 04 - Sideswipe | 10573 | |
| 02 - Angle | 10469 | |
| 05 - Turning movement | 7754 | 10.4% |
| 06 - SMV unattended vehicle | 6240 | 8.4% |
| 99 - Other | 1798 | 2.4% |
| 01 - Approaching | 1112 | 1.5% |
| (Missing) | 5 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 74607 | ||
| 03 | 24776 | 8.8% |
| rear | 24776 | 8.8% |
| end | 24776 | 8.8% |
| smv | 18125 | 6.5% |
| other | 13683 | 4.9% |
| 07 | 11885 | 4.2% |
| 04 | 10573 | 3.8% |
| sideswipe | 10573 | 3.8% |
| angle | 10469 | 3.7% |
| Other values (10) | 56473 |
Most occurring characters
| Value | Count | Frequency (%) |
| 206109 | ||
| e | 135318 | 12.2% |
| - | 74607 | 6.7% |
| 0 | 72809 | 6.6% |
| n | 72099 | 6.5% |
| d | 47829 | 4.3% |
| r | 47325 | 4.3% |
| i | 36252 | 3.3% |
| t | 33917 | 3.1% |
| a | 32128 | 2.9% |
| Other values (26) | 349883 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1108276 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 206109 | ||
| e | 135318 | 12.2% |
| - | 74607 | 6.7% |
| 0 | 72809 | 6.6% |
| n | 72099 | 6.5% |
| d | 47829 | 4.3% |
| r | 47325 | 4.3% |
| i | 36252 | 3.3% |
| t | 33917 | 3.1% |
| a | 32128 | 2.9% |
| Other values (26) | 349883 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1108276 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 206109 | ||
| e | 135318 | 12.2% |
| - | 74607 | 6.7% |
| 0 | 72809 | 6.6% |
| n | 72099 | 6.5% |
| d | 47829 | 4.3% |
| r | 47325 | 4.3% |
| i | 36252 | 3.3% |
| t | 33917 | 3.1% |
| a | 32128 | 2.9% |
| Other values (26) | 349883 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1108276 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 206109 | ||
| e | 135318 | 12.2% |
| - | 74607 | 6.7% |
| 0 | 72809 | 6.6% |
| n | 72099 | 6.5% |
| d | 47829 | 4.3% |
| r | 47325 | 4.3% |
| i | 36252 | 3.3% |
| t | 33917 | 3.1% |
| a | 32128 | 2.9% |
| Other values (26) | 349883 |
Road_Surface_Condition
Categorical
Imbalance 
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 583.0 KiB |
| 01 - Dry | |
|---|---|
| 02 - Wet | |
| 03 - Loose snow | 4559 |
| 06 - Ice | 3031 |
| 04 - Slush | 2608 |
| Other values (6) | 2193 |
Length
| Max length | 25 |
|---|---|
| Median length | 8 |
| Mean length | 8.7346504 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 03 - Loose snow |
|---|---|
| 2nd row | 03 - Loose snow |
| 3rd row | 01 - Dry |
| 4th row | 03 - Loose snow |
| 5th row | 02 - Wet |
Common Values
| Value | Count | Frequency (%) |
| 01 - Dry | 49509 | |
| 02 - Wet | 12711 | 17.0% |
| 03 - Loose snow | 4559 | 6.1% |
| 06 - Ice | 3031 | 4.1% |
| 04 - Slush | 2608 | 3.5% |
| 05 - Packed snow | 2039 | 2.7% |
| 08 - Loose sand or gravel | 63 | 0.1% |
| 00 - Unknown | 38 | 0.1% |
| 99 - Other | 36 | < 0.1% |
| 07 - Mud | 10 | < 0.1% |
Length
| Value | Count | Frequency (%) |
| 74611 | ||
| 01 | 49509 | |
| dry | 49509 | |
| 02 | 12711 | 5.5% |
| wet | 12711 | 5.5% |
| snow | 6598 | 2.9% |
| loose | 4622 | 2.0% |
| 03 | 4559 | 2.0% |
| 06 | 3031 | 1.3% |
| ice | 3031 | 1.3% |
| Other values (17) | 9735 | 4.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 156016 | ||
| 0 | 74613 | |
| - | 74611 | |
| r | 49671 | 7.6% |
| D | 49509 | 7.6% |
| y | 49509 | 7.6% |
| 1 | 49509 | 7.6% |
| e | 22509 | 3.5% |
| o | 15943 | 2.4% |
| s | 13891 | 2.1% |
| Other values (31) | 95920 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 651701 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 156016 | ||
| 0 | 74613 | |
| - | 74611 | |
| r | 49671 | 7.6% |
| D | 49509 | 7.6% |
| y | 49509 | 7.6% |
| 1 | 49509 | 7.6% |
| e | 22509 | 3.5% |
| o | 15943 | 2.4% |
| s | 13891 | 2.1% |
| Other values (31) | 95920 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 651701 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 156016 | ||
| 0 | 74613 | |
| - | 74611 | |
| r | 49671 | 7.6% |
| D | 49509 | 7.6% |
| y | 49509 | 7.6% |
| 1 | 49509 | 7.6% |
| e | 22509 | 3.5% |
| o | 15943 | 2.4% |
| s | 13891 | 2.1% |
| Other values (31) | 95920 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 651701 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 156016 | ||
| 0 | 74613 | |
| - | 74611 | |
| r | 49671 | 7.6% |
| D | 49509 | 7.6% |
| y | 49509 | 7.6% |
| 1 | 49509 | 7.6% |
| e | 22509 | 3.5% |
| o | 15943 | 2.4% |
| s | 13891 | 2.1% |
| Other values (31) | 95920 |
Environment_Condition
Categorical
Imbalance 
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Memory size | 583.0 KiB |
| 01 - Clear | |
|---|---|
| 03 - Snow | |
| 02 - Rain | |
| 04 - Freezing Rain | 1112 |
| 05 - Drifting Snow | 290 |
| Other values (4) | 436 |
Length
| Max length | 27 |
|---|---|
| Median length | 10 |
| Mean length | 10.012572 |
| Min length | 9 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 02 - Rain |
|---|---|
| 2nd row | 03 - Snow |
| 3rd row | 05 - Drifting Snow |
| 4th row | 03 - Snow |
| 5th row | 01 - Clear |
Common Values
| Value | Count | Frequency (%) |
| 01 - Clear | 58471 | |
| 03 - Snow | 7739 | 10.4% |
| 02 - Rain | 6562 | 8.8% |
| 04 - Freezing Rain | 1112 | 1.5% |
| 05 - Drifting Snow | 290 | 0.4% |
| 07 - Fog, mist, smoke, dust | 187 | 0.3% |
| 00 - Unknown | 119 | 0.2% |
| 06 - Strong wind | 101 | 0.1% |
| 99 - Other | 29 | < 0.1% |
| (Missing) | 2 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 74610 | ||
| 01 | 58471 | |
| clear | 58471 | |
| snow | 8029 | 3.6% |
| 03 | 7739 | 3.4% |
| rain | 7674 | 3.4% |
| 02 | 6562 | 2.9% |
| 04 | 1112 | 0.5% |
| freezing | 1112 | 0.5% |
| 05 | 290 | 0.1% |
| Other values (13) | 1824 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 151284 | ||
| 0 | 74700 | |
| - | 74610 | |
| a | 66145 | |
| e | 60911 | |
| r | 60003 | 8.0% |
| C | 58471 | 7.8% |
| l | 58471 | 7.8% |
| 1 | 58471 | 7.8% |
| n | 17664 | 2.4% |
| Other values (27) | 66308 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 747038 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 151284 | ||
| 0 | 74700 | |
| - | 74610 | |
| a | 66145 | |
| e | 60911 | |
| r | 60003 | 8.0% |
| C | 58471 | 7.8% |
| l | 58471 | 7.8% |
| 1 | 58471 | 7.8% |
| n | 17664 | 2.4% |
| Other values (27) | 66308 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 747038 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 151284 | ||
| 0 | 74700 | |
| - | 74610 | |
| a | 66145 | |
| e | 60911 | |
| r | 60003 | 8.0% |
| C | 58471 | 7.8% |
| l | 58471 | 7.8% |
| 1 | 58471 | 7.8% |
| n | 17664 | 2.4% |
| Other values (27) | 66308 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 747038 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 151284 | ||
| 0 | 74700 | |
| - | 74610 | |
| a | 66145 | |
| e | 60911 | |
| r | 60003 | 8.0% |
| C | 58471 | 7.8% |
| l | 58471 | 7.8% |
| 1 | 58471 | 7.8% |
| n | 17664 | 2.4% |
| Other values (27) | 66308 |
Light
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 583.0 KiB |
| 01 - Daylight | |
|---|---|
| 07 - Dark | |
| 05 - Dusk | 3445 |
| 00 - Unknown | 2691 |
| 03 - Dawn | 1803 |
Length
| Max length | 13 |
|---|---|
| Median length | 13 |
| Mean length | 11.781255 |
| Min length | 9 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 07 - Dark |
|---|---|
| 2nd row | 07 - Dark |
| 3rd row | 03 - Dawn |
| 4th row | 01 - Daylight |
| 5th row | 01 - Daylight |
Common Values
| Value | Count | Frequency (%) |
| 01 - Daylight | 49858 | |
| 07 - Dark | 16805 | 22.5% |
| 05 - Dusk | 3445 | 4.6% |
| 00 - Unknown | 2691 | 3.6% |
| 03 - Dawn | 1803 | 2.4% |
| 99 - Other | 10 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 74612 | ||
| 01 | 49858 | |
| daylight | 49858 | |
| 07 | 16805 | 7.5% |
| dark | 16805 | 7.5% |
| 05 | 3445 | 1.5% |
| dusk | 3445 | 1.5% |
| 00 | 2691 | 1.2% |
| unknown | 2691 | 1.2% |
| 03 | 1803 | 0.8% |
| Other values (3) | 1823 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 149224 | ||
| 0 | 77293 | |
| - | 74612 | 8.5% |
| D | 71911 | 8.2% |
| a | 68466 | 7.8% |
| h | 49868 | 5.7% |
| t | 49868 | 5.7% |
| 1 | 49858 | 5.7% |
| y | 49858 | 5.7% |
| l | 49858 | 5.7% |
| Other values (16) | 188207 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 879023 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 149224 | ||
| 0 | 77293 | |
| - | 74612 | 8.5% |
| D | 71911 | 8.2% |
| a | 68466 | 7.8% |
| h | 49868 | 5.7% |
| t | 49868 | 5.7% |
| 1 | 49858 | 5.7% |
| y | 49858 | 5.7% |
| l | 49858 | 5.7% |
| Other values (16) | 188207 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 879023 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 149224 | ||
| 0 | 77293 | |
| - | 74612 | 8.5% |
| D | 71911 | 8.2% |
| a | 68466 | 7.8% |
| h | 49868 | 5.7% |
| t | 49868 | 5.7% |
| 1 | 49858 | 5.7% |
| y | 49858 | 5.7% |
| l | 49858 | 5.7% |
| Other values (16) | 188207 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 879023 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 149224 | ||
| 0 | 77293 | |
| - | 74612 | 8.5% |
| D | 71911 | 8.2% |
| a | 68466 | 7.8% |
| h | 49868 | 5.7% |
| t | 49868 | 5.7% |
| 1 | 49858 | 5.7% |
| y | 49858 | 5.7% |
| l | 49858 | 5.7% |
| Other values (16) | 188207 |
Traffic_Control
Categorical
High correlation  Imbalance 
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 583.0 KiB |
| 10 - No control | |
|---|---|
| 01 - Traffic signal | |
| 02 - Stop sign | |
| 11 - Roundabout | 992 |
| 03 - Yield sign | 429 |
| Other values (7) | 215 |
Length
| Max length | 23 |
|---|---|
| Median length | 19 |
| Mean length | 16.496026 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 10 - No control |
|---|---|
| 2nd row | 10 - No control |
| 3rd row | 01 - Traffic signal |
| 4th row | 01 - Traffic signal |
| 5th row | 01 - Traffic signal |
Common Values
| Value | Count | Frequency (%) |
| 10 - No control | 34638 | |
| 01 - Traffic signal | 30172 | |
| 02 - Stop sign | 8165 | 10.9% |
| 11 - Roundabout | 992 | 1.3% |
| 03 - Yield sign | 429 | 0.6% |
| 12 - IPS | 88 | 0.1% |
| 99 - Other | 48 | 0.1% |
| 13 - MPS | 33 | < 0.1% |
| 04 - Ped. crossover | 24 | < 0.1% |
| 09 - Traffic controller | 9 | < 0.1% |
| Other values (2) | 13 | < 0.1% |
Length
| Value | Count | Frequency (%) |
| 74611 | ||
| 10 | 34638 | |
| no | 34638 | |
| control | 34638 | |
| traffic | 30189 | |
| 01 | 30172 | |
| signal | 30172 | |
| sign | 8594 | 2.9% |
| 02 | 8165 | 2.7% |
| stop | 8165 | 2.7% |
| Other values (20) | 3301 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 222672 | ||
| o | 114139 | 9.3% |
| - | 74611 | 6.1% |
| n | 74405 | 6.0% |
| 0 | 73450 | 6.0% |
| i | 69384 | 5.6% |
| 1 | 66915 | 5.4% |
| l | 65262 | 5.3% |
| r | 64941 | 5.3% |
| c | 64865 | 5.3% |
| Other values (28) | 340141 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1230785 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 222672 | ||
| o | 114139 | 9.3% |
| - | 74611 | 6.1% |
| n | 74405 | 6.0% |
| 0 | 73450 | 6.0% |
| i | 69384 | 5.6% |
| 1 | 66915 | 5.4% |
| l | 65262 | 5.3% |
| r | 64941 | 5.3% |
| c | 64865 | 5.3% |
| Other values (28) | 340141 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1230785 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 222672 | ||
| o | 114139 | 9.3% |
| - | 74611 | 6.1% |
| n | 74405 | 6.0% |
| 0 | 73450 | 6.0% |
| i | 69384 | 5.6% |
| 1 | 66915 | 5.4% |
| l | 65262 | 5.3% |
| r | 64941 | 5.3% |
| c | 64865 | 5.3% |
| Other values (28) | 340141 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1230785 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 222672 | ||
| o | 114139 | 9.3% |
| - | 74611 | 6.1% |
| n | 74405 | 6.0% |
| 0 | 73450 | 6.0% |
| i | 69384 | 5.6% |
| 1 | 66915 | 5.4% |
| l | 65262 | 5.3% |
| r | 64941 | 5.3% |
| c | 64865 | 5.3% |
| Other values (28) | 340141 |
Num_of_Vehicle
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8412186 |
| Minimum | 1 |
|---|---|
| Maximum | 25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 583.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 25 |
| Range | 24 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.58651207 |
|---|---|
| Coefficient of variation (CV) | 0.3185456 |
| Kurtosis | 36.938837 |
| Mean | 1.8412186 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.5433167 |
| Sum | 137377 |
| Variance | 0.34399641 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 51248 | |
| 1 | 18127 | 24.3% |
| 3 | 4425 | 5.9% |
| 4 | 660 | 0.9% |
| 5 | 112 | 0.2% |
| 6 | 24 | < 0.1% |
| 7 | 12 | < 0.1% |
| 9 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 18127 | 24.3% |
| 2 | 51248 | |
| 3 | 4425 | 5.9% |
| 4 | 660 | 0.9% |
| 5 | 112 | 0.2% |
| 6 | 24 | < 0.1% |
| 7 | 12 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 2 | < 0.1% |
| 25 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 25 | 1 | < 0.1% |
| 9 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 12 | < 0.1% |
| 6 | 24 | < 0.1% |
| 5 | 112 | 0.2% |
| 4 | 660 | 0.9% |
| 3 | 4425 | 5.9% |
| 2 | 51248 | |
| 1 | 18127 | 24.3% |
Num_Of_Pedestrians
Categorical
Imbalance 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 583.0 KiB |
| 0 | |
|---|---|
| 1 | 1535 |
| 2 | 58 |
| 3 | 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 73015 | |
| 1 | 1535 | 2.1% |
| 2 | 58 | 0.1% |
| 3 | 4 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 73015 | |
| 1 | 1535 | 2.1% |
| 2 | 58 | 0.1% |
| 3 | 4 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 73015 | |
| 1 | 1535 | 2.1% |
| 2 | 58 | 0.1% |
| 3 | 4 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 74612 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 73015 | |
| 1 | 1535 | 2.1% |
| 2 | 58 | 0.1% |
| 3 | 4 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 74612 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 73015 | |
| 1 | 1535 | 2.1% |
| 2 | 58 | 0.1% |
| 3 | 4 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 74612 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 73015 | |
| 1 | 1535 | 2.1% |
| 2 | 58 | 0.1% |
| 3 | 4 | < 0.1% |
Num_of_Bicycles
Categorical
Imbalance 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 583.0 KiB |
| 0.0 | |
|---|---|
| 1.0 | 1335 |
| 2.0 | 10 |
| 3.0 | 2 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 73265 | |
| 1.0 | 1335 | 1.8% |
| 2.0 | 10 | < 0.1% |
| 3.0 | 2 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 73265 | |
| 1.0 | 1335 | 1.8% |
| 2.0 | 10 | < 0.1% |
| 3.0 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 147877 | |
| . | 74612 | |
| 1 | 1335 | 0.6% |
| 2 | 10 | < 0.1% |
| 3 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 223836 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 147877 | |
| . | 74612 | |
| 1 | 1335 | 0.6% |
| 2 | 10 | < 0.1% |
| 3 | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 223836 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 147877 | |
| . | 74612 | |
| 1 | 1335 | 0.6% |
| 2 | 10 | < 0.1% |
| 3 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 223836 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 147877 | |
| . | 74612 | |
| 1 | 1335 | 0.6% |
| 2 | 10 | < 0.1% |
| 3 | 2 | < 0.1% |
Num_of_Motorcycles
Categorical
Imbalance 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 583.0 KiB |
| 0.0 | |
|---|---|
| 1.0 | 628 |
| 2.0 | 8 |
| 3.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 73975 | |
| 1.0 | 628 | 0.8% |
| 2.0 | 8 | < 0.1% |
| 3.0 | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 73975 | |
| 1.0 | 628 | 0.8% |
| 2.0 | 8 | < 0.1% |
| 3.0 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 148587 | |
| . | 74612 | |
| 1 | 628 | 0.3% |
| 2 | 8 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 223836 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 148587 | |
| . | 74612 | |
| 1 | 628 | 0.3% |
| 2 | 8 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 223836 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 148587 | |
| . | 74612 | |
| 1 | 628 | 0.3% |
| 2 | 8 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 223836 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 148587 | |
| . | 74612 | |
| 1 | 628 | 0.3% |
| 2 | 8 | < 0.1% |
| 3 | 1 | < 0.1% |
Max_Injury
Unsupported
Rejected  Unsupported 
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 583.0 KiB |
Num_of_Injuries
Real number (ℝ)
High correlation  Zeros 
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.23347451 |
| Minimum | 0 |
|---|---|
| Maximum | 38 |
| Zeros | 61195 |
| Zeros (%) | 82.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 583.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 38 |
| Range | 38 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.58800648 |
|---|---|
| Coefficient of variation (CV) | 2.518504 |
| Kurtosis | 242.63414 |
| Mean | 0.23347451 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.6191692 |
| Sum | 17420 |
| Variance | 0.34575162 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 61195 | |
| 1 | 10497 | 14.1% |
| 2 | 2193 | 2.9% |
| 3 | 523 | 0.7% |
| 4 | 129 | 0.2% |
| 5 | 46 | 0.1% |
| 6 | 18 | < 0.1% |
| 7 | 5 | < 0.1% |
| 8 | 4 | < 0.1% |
| 38 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 61195 | |
| 1 | 10497 | 14.1% |
| 2 | 2193 | 2.9% |
| 3 | 523 | 0.7% |
| 4 | 129 | 0.2% |
| 5 | 46 | 0.1% |
| 6 | 18 | < 0.1% |
| 7 | 5 | < 0.1% |
| 8 | 4 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 38 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 8 | 4 | < 0.1% |
| 7 | 5 | < 0.1% |
| 6 | 18 | < 0.1% |
| 5 | 46 | 0.1% |
| 4 | 129 | 0.2% |
| 3 | 523 | 0.7% |
| 2 | 2193 | 2.9% |
| 1 | 10497 |
Num_of_Minimal_Injuries
Real number (ℝ)
High correlation  Zeros 
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.093202166 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 68879 |
| Zeros (%) | 92.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 583.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.35866256 |
|---|---|
| Coefficient of variation (CV) | 3.8482214 |
| Kurtosis | 49.645612 |
| Mean | 0.093202166 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.3905638 |
| Sum | 6954 |
| Variance | 0.12863884 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 68879 | |
| 1 | 4779 | 6.4% |
| 2 | 769 | 1.0% |
| 3 | 138 | 0.2% |
| 4 | 30 | < 0.1% |
| 5 | 10 | < 0.1% |
| 8 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 2 | < 0.1% |
| 11 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 68879 | |
| 1 | 4779 | 6.4% |
| 2 | 769 | 1.0% |
| 3 | 138 | 0.2% |
| 4 | 30 | < 0.1% |
| 5 | 10 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 2 | < 0.1% |
| 11 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 11 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 2 | < 0.1% |
| 5 | 10 | < 0.1% |
| 4 | 30 | < 0.1% |
| 3 | 138 | 0.2% |
| 2 | 769 | 1.0% |
| 1 | 4779 | 6.4% |
| 0 | 68879 |
Num_of_Minor_Injuries
Real number (ℝ)
High correlation  Zeros 
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.093202166 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 68879 |
| Zeros (%) | 92.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 583.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.35866256 |
|---|---|
| Coefficient of variation (CV) | 3.8482214 |
| Kurtosis | 49.645612 |
| Mean | 0.093202166 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.3905638 |
| Sum | 6954 |
| Variance | 0.12863884 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 68879 | |
| 1 | 4779 | 6.4% |
| 2 | 769 | 1.0% |
| 3 | 138 | 0.2% |
| 4 | 30 | < 0.1% |
| 5 | 10 | < 0.1% |
| 8 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 2 | < 0.1% |
| 11 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 68879 | |
| 1 | 4779 | 6.4% |
| 2 | 769 | 1.0% |
| 3 | 138 | 0.2% |
| 4 | 30 | < 0.1% |
| 5 | 10 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 2 | < 0.1% |
| 11 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 11 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 2 | < 0.1% |
| 5 | 10 | < 0.1% |
| 4 | 30 | < 0.1% |
| 3 | 138 | 0.2% |
| 2 | 769 | 1.0% |
| 1 | 4779 | 6.4% |
| 0 | 68879 |
Num_of_Major_Injuries
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0099715863 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 73941 |
| Zeros (%) | 99.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 583.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.11967469 |
|---|---|
| Coefficient of variation (CV) | 12.00157 |
| Kurtosis | 2660.2527 |
| Mean | 0.0099715863 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 31.279329 |
| Sum | 744 |
| Variance | 0.014322032 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 73941 | |
| 1 | 622 | 0.8% |
| 2 | 39 | 0.1% |
| 3 | 6 | < 0.1% |
| 4 | 3 | < 0.1% |
| 14 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 73941 | |
| 1 | 622 | 0.8% |
| 2 | 39 | 0.1% |
| 3 | 6 | < 0.1% |
| 4 | 3 | < 0.1% |
| 14 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 14 | 1 | < 0.1% |
| 4 | 3 | < 0.1% |
| 3 | 6 | < 0.1% |
| 2 | 39 | 0.1% |
| 1 | 622 | 0.8% |
| 0 | 73941 |
Num_of_Fatal_Injuries
Categorical
High correlation  Imbalance 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 583.0 KiB |
| 0.0 | |
|---|---|
| 1.0 | 132 |
| 2.0 | 8 |
| 3.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 74471 | |
| 1.0 | 132 | 0.2% |
| 2.0 | 8 | < 0.1% |
| 3.0 | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 74471 | |
| 1.0 | 132 | 0.2% |
| 2.0 | 8 | < 0.1% |
| 3.0 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 149083 | |
| . | 74612 | |
| 1 | 132 | 0.1% |
| 2 | 8 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 223836 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 149083 | |
| . | 74612 | |
| 1 | 132 | 0.1% |
| 2 | 8 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 223836 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 149083 | |
| . | 74612 | |
| 1 | 132 | 0.1% |
| 2 | 8 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 223836 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 149083 | |
| . | 74612 | |
| 1 | 132 | 0.1% |
| 2 | 8 | < 0.1% |
| 3 | 1 | < 0.1% |
Lat
Real number (ℝ)
High correlation  Skewed 
| Distinct | 42389 |
|---|---|
| Distinct (%) | 56.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.29193 |
| Minimum | 0 |
|---|---|
| Maximum | 45.524921 |
| Zeros | 76 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 583.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 45.253606 |
| Q1 | 45.333451 |
| median | 45.378984 |
| Q3 | 45.418314 |
| 95-th percentile | 45.460853 |
| Maximum | 45.524921 |
| Range | 45.524921 |
| Interquartile range (IQR) | 0.08486305 |
Descriptive statistics
| Standard deviation | 1.843572 |
|---|---|
| Coefficient of variation (CV) | 0.040704204 |
| Kurtosis | 566.14395 |
| Mean | 45.29193 |
| Median Absolute Deviation (MAD) | 0.041780475 |
| Skewness | -23.802858 |
| Sum | 3379321.5 |
| Variance | 3.3987576 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 45.46414526 | 229 | 0.3% |
| 45.33460787 | 208 | 0.3% |
| 45.48898157 | 177 | 0.2% |
| 45.46085266 | 158 | 0.2% |
| 45.33417384 | 154 | 0.2% |
| 45.35150226 | 140 | 0.2% |
| 45.32869813 | 139 | 0.2% |
| 45.27053061 | 136 | 0.2% |
| 45.37040769 | 136 | 0.2% |
| 45.41648492 | 132 | 0.2% |
| Other values (42379) | 73003 |
| Value | Count | Frequency (%) |
| 0 | 76 | |
| 3.318485223 | 50 | |
| 3.341503337 | 5 | < 0.1% |
| 44.96795959 | 1 | < 0.1% |
| 44.96797999 | 1 | < 0.1% |
| 44.96979868 | 1 | < 0.1% |
| 44.97028019 | 1 | < 0.1% |
| 44.97358922 | 1 | < 0.1% |
| 44.98083128 | 1 | < 0.1% |
| 44.98106813 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 45.52492133 | 1 | < 0.1% |
| 45.52476088 | 1 | < 0.1% |
| 45.52470204 | 5 | |
| 45.52468914 | 1 | < 0.1% |
| 45.52464234 | 1 | < 0.1% |
| 45.52452523 | 1 | < 0.1% |
| 45.52440728 | 1 | < 0.1% |
| 45.52440692 | 1 | < 0.1% |
| 45.52440179 | 1 | < 0.1% |
| 45.52440045 | 1 | < 0.1% |
Long
Real number (ℝ)
High correlation 
| Distinct | 42172 |
|---|---|
| Distinct (%) | 56.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -75.710325 |
| Minimum | -79.23729 |
|---|---|
| Maximum | -75.261583 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 74612 |
| Negative (%) | 100.0% |
| Memory size | 583.0 KiB |
Quantile statistics
| Minimum | -79.23729 |
|---|---|
| 5-th percentile | -75.929355 |
| Q1 | -75.755176 |
| median | -75.696671 |
| Q3 | -75.642484 |
| 95-th percentile | -75.498398 |
| Maximum | -75.261583 |
| Range | 3.975707 |
| Interquartile range (IQR) | 0.11269275 |
Descriptive statistics
| Standard deviation | 0.16799797 |
|---|---|
| Coefficient of variation (CV) | -0.0022189572 |
| Kurtosis | 196.44678 |
| Mean | -75.710325 |
| Median Absolute Deviation (MAD) | 0.056860655 |
| Skewness | -9.6435503 |
| Sum | -5648898.8 |
| Variance | 0.028223318 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -75.54012559 | 229 | 0.3% |
| -75.69319006 | 208 | 0.3% |
| -75.47774271 | 177 | 0.2% |
| -75.48780963 | 158 | 0.2% |
| -75.70057066 | 154 | 0.2% |
| -75.76297753 | 140 | 0.2% |
| -75.74897241 | 139 | 0.2% |
| -75.74638832 | 136 | 0.2% |
| -75.66330343 | 136 | 0.2% |
| -75.60244499 | 133 | 0.2% |
| Other values (42162) | 73002 |
| Value | Count | Frequency (%) |
| -79.23728992 | 76 | |
| -76.33938433 | 1 | < 0.1% |
| -76.33804351 | 1 | < 0.1% |
| -76.3378556 | 1 | < 0.1% |
| -76.33587105 | 1 | < 0.1% |
| -76.33458758 | 1 | < 0.1% |
| -76.33374987 | 2 | < 0.1% |
| -76.33372086 | 1 | < 0.1% |
| -76.3336814 | 1 | < 0.1% |
| -76.33313338 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| -75.26158294 | 1 | |
| -75.26813064 | 1 | |
| -75.26816498 | 1 | |
| -75.26880567 | 2 | |
| -75.26893514 | 1 | |
| -75.27313672 | 1 | |
| -75.27461775 | 1 | |
| -75.27512905 | 1 | |
| -75.27646836 | 1 | |
| -75.27867728 | 1 |
Interactions
Correlations
| Classification_Of_Accident | Environment_Condition | Initial_Impact_Type | Lat | Light | Location_Type | Long | Num_Of_Pedestrians | Num_of_Bicycles | Num_of_Fatal_Injuries | Num_of_Injuries | Num_of_Major_Injuries | Num_of_Minimal_Injuries | Num_of_Minor_Injuries | Num_of_Motorcycles | Num_of_Vehicle | Road_Surface_Condition | Traffic_Control | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Classification_Of_Accident | 1.000 | 0.039 | 0.155 | 0.004 | 0.064 | 0.085 | 0.024 | 0.216 | 0.169 | 0.707 | 0.102 | 0.077 | 0.183 | 0.183 | 0.104 | 0.029 | 0.049 | 0.070 |
| Environment_Condition | 0.039 | 1.000 | 0.065 | 0.000 | 0.098 | 0.053 | 0.027 | 0.016 | 0.029 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.023 | 0.010 | 0.393 | 0.018 |
| Initial_Impact_Type | 0.155 | 0.065 | 1.000 | 0.039 | 0.298 | 0.457 | 0.119 | 0.188 | 0.096 | 0.032 | 0.025 | 0.032 | 0.028 | 0.028 | 0.039 | 0.055 | 0.078 | 0.206 |
| Lat | 0.004 | 0.000 | 0.039 | 1.000 | 0.029 | 0.006 | 0.597 | 0.000 | 0.000 | 0.000 | -0.015 | -0.007 | 0.004 | 0.004 | 0.000 | 0.071 | 0.000 | 0.000 |
| Light | 0.064 | 0.098 | 0.298 | 0.029 | 1.000 | 0.217 | 0.047 | 0.025 | 0.025 | 0.007 | 0.009 | 0.000 | 0.008 | 0.008 | 0.010 | 0.013 | 0.101 | 0.096 |
| Location_Type | 0.085 | 0.053 | 0.457 | 0.006 | 0.217 | 1.000 | 0.103 | 0.057 | 0.049 | 0.009 | 0.012 | 0.005 | 0.029 | 0.029 | 0.007 | 0.034 | 0.064 | 0.986 |
| Long | 0.024 | 0.027 | 0.119 | 0.597 | 0.047 | 0.103 | 1.000 | 0.013 | 0.016 | 0.008 | 0.028 | 0.009 | 0.014 | 0.014 | 0.000 | 0.044 | 0.017 | 0.076 |
| Num_Of_Pedestrians | 0.216 | 0.016 | 0.188 | 0.000 | 0.025 | 0.057 | 0.013 | 1.000 | 0.007 | 0.052 | 0.019 | 0.011 | 0.026 | 0.026 | 0.000 | 0.004 | 0.023 | 0.044 |
| Num_of_Bicycles | 0.169 | 0.029 | 0.096 | 0.000 | 0.025 | 0.049 | 0.016 | 0.007 | 1.000 | 0.007 | 0.000 | 0.000 | 0.017 | 0.017 | 0.000 | 0.029 | 0.040 | 0.039 |
| Num_of_Fatal_Injuries | 0.707 | 0.009 | 0.032 | 0.000 | 0.007 | 0.009 | 0.008 | 0.052 | 0.007 | 1.000 | 0.578 | 0.578 | 0.577 | 0.577 | 0.038 | 0.000 | 0.093 | 0.018 |
| Num_of_Injuries | 0.102 | 0.000 | 0.025 | -0.015 | 0.009 | 0.012 | 0.028 | 0.019 | 0.000 | 0.578 | 1.000 | 0.209 | 0.622 | 0.622 | 0.000 | 0.031 | 0.093 | 0.000 |
| Num_of_Major_Injuries | 0.077 | 0.000 | 0.032 | -0.007 | 0.000 | 0.005 | 0.009 | 0.011 | 0.000 | 0.578 | 0.209 | 1.000 | 0.009 | 0.009 | 0.012 | -0.031 | 0.093 | 0.000 |
| Num_of_Minimal_Injuries | 0.183 | 0.000 | 0.028 | 0.004 | 0.008 | 0.029 | 0.014 | 0.026 | 0.017 | 0.577 | 0.622 | 0.009 | 1.000 | 1.000 | 0.000 | 0.066 | 0.057 | 0.008 |
| Num_of_Minor_Injuries | 0.183 | 0.000 | 0.028 | 0.004 | 0.008 | 0.029 | 0.014 | 0.026 | 0.017 | 0.577 | 0.622 | 0.009 | 1.000 | 1.000 | 0.000 | 0.066 | 0.057 | 0.008 |
| Num_of_Motorcycles | 0.104 | 0.023 | 0.039 | 0.000 | 0.010 | 0.007 | 0.000 | 0.000 | 0.000 | 0.038 | 0.000 | 0.012 | 0.000 | 0.000 | 1.000 | 0.000 | 0.223 | 0.014 |
| Num_of_Vehicle | 0.029 | 0.010 | 0.055 | 0.071 | 0.013 | 0.034 | 0.044 | 0.004 | 0.029 | 0.000 | 0.031 | -0.031 | 0.066 | 0.066 | 0.000 | 1.000 | 0.012 | 0.015 |
| Road_Surface_Condition | 0.049 | 0.393 | 0.078 | 0.000 | 0.101 | 0.064 | 0.017 | 0.023 | 0.040 | 0.093 | 0.093 | 0.093 | 0.057 | 0.057 | 0.223 | 0.012 | 1.000 | 0.023 |
| Traffic_Control | 0.070 | 0.018 | 0.206 | 0.000 | 0.096 | 0.986 | 0.076 | 0.044 | 0.039 | 0.018 | 0.000 | 0.000 | 0.008 | 0.008 | 0.014 | 0.015 | 0.023 | 1.000 |
Missing values
Sample
| Accident_Date | Accident_Time | Location | Location_Type | Classification_Of_Accident | Initial_Impact_Type | Road_Surface_Condition | Environment_Condition | Light | Traffic_Control | Num_of_Vehicle | Num_Of_Pedestrians | Num_of_Bicycles | Num_of_Motorcycles | Max_Injury | Num_of_Injuries | Num_of_Minimal_Injuries | Num_of_Minor_Injuries | Num_of_Major_Injuries | Num_of_Fatal_Injuries | Lat | Long | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2017/01/01 | 1:28 | WEST RIDGE DR btwn PARLOR PL & BERT G. ARGUE DR (__5RG32N) | Midblock | 03 - P.D. only | 07 - SMV other | 03 - Loose snow | 02 - Rain | 07 - Dark | 10 - No control | 1 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.254481 | -75.931061 |
| 1 | 2017/01/01 | 3:16 | VANIER PKWY SB btwn DONALD ST & MCARTHUR AVE (__3Z07B5) | Midblock | 03 - P.D. only | 04 - Sideswipe | 03 - Loose snow | 03 - Snow | 07 - Dark | 10 - No control | 2 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.428323 | -75.663225 |
| 2 | 2017/01/01 | 7:17 | OLD RICHMOND RD @ ROBERTSON RD (0000639) | Intersection | 03 - P.D. only | 07 - SMV other | 01 - Dry | 05 - Drifting Snow | 03 - Dawn | 01 - Traffic signal | 1 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.324735 | -75.826700 |
| 3 | 2017/01/01 | 8:58 | MERIVALE RD @ WOODFIELD DR/ROYDON PL (0009776) | Intersection | 03 - P.D. only | 03 - Rear end | 03 - Loose snow | 03 - Snow | 01 - Daylight | 01 - Traffic signal | 2 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.338011 | -75.725984 |
| 4 | 2017/01/01 | 11:41 | BANK ST @ BELANGER AVE/LAMIRA ST (0007208) | Intersection | 03 - P.D. only | 99 - Other | 02 - Wet | 01 - Clear | 01 - Daylight | 01 - Traffic signal | 2 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.383786 | -75.671842 |
| 5 | 2017/01/01 | 12:08 | POULIN AVE @ RICHMOND RD (0002748) | Intersection | 02 - Non-fatal injury | 03 - Rear end | 02 - Wet | 03 - Snow | 01 - Daylight | 01 - Traffic signal | 2 | 0 | 0.0 | 0.0 | 02 - Minor | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.361850 | -75.791232 |
| 6 | 2017/01/01 | Unknown | EASTVALE DR btwn OGILVIE RD & LOYOLA AVE (__3Z0CDR) | Midblock | 03 - P.D. only | 06 - SMV unattended vehicle | 04 - Slush | 03 - Snow | 00 - Unknown | 10 - No control | 1 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.452156 | -75.594470 |
| 7 | 2017/01/01 | 20:26 | WEST HUNT CLUB RD EB btwn CEDARVIEW RD & GREENBANK RD (__3Z07PT) | Midblock | 03 - P.D. only | 04 - Sideswipe | 02 - Wet | 01 - Clear | 07 - Dark | 10 - No control | 2 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.319864 | -75.782571 |
| 8 | 2017/01/01 | 20:43 | QUEEN MARY ST @ QUILL ST (0008259) | Intersection | 03 - P.D. only | 07 - SMV other | 03 - Loose snow | 01 - Clear | 07 - Dark | 02 - Stop sign | 1 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.424814 | -75.657416 |
| 9 | 2017/01/01 | 21:40 | ERINDALE DR @ BASELINE RD (0003209) | Intersection | 03 - P.D. only | 07 - SMV other | 02 - Wet | 01 - Clear | 07 - Dark | 02 - Stop sign | 1 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.358637 | -75.746190 |
| Accident_Date | Accident_Time | Location | Location_Type | Classification_Of_Accident | Initial_Impact_Type | Road_Surface_Condition | Environment_Condition | Light | Traffic_Control | Num_of_Vehicle | Num_Of_Pedestrians | Num_of_Bicycles | Num_of_Motorcycles | Max_Injury | Num_of_Injuries | Num_of_Minimal_Injuries | Num_of_Minor_Injuries | Num_of_Major_Injuries | Num_of_Fatal_Injuries | Lat | Long | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 74602 | 2022/05/31 | 7:00 | HIGHWAY 417 btwn HWY417 IC129 RAMP61 & TRANSITWAY (__3Z07AY) | Midblock | 03 - P.D. only | 03 - Rear end | 01 - Dry | 01 - Clear | 01 - Daylight | 10 - No control | 2 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.353079 | -75.783496 |
| 74603 | 2022/05/31 | 14:50 | HIGHWAY 417 btwn HWY417 IC155 RAMP61 & HWY417 IC145 RAMP56 (__3Z070H) | Midblock | 03 - P.D. only | 07 - SMV other | 01 - Dry | 01 - Clear | 01 - Daylight | 10 - No control | 1 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.291036 | -76.012286 |
| 74604 | 2022/06/01 | 9:30 | HWY416 IC57 RAMP24 btwn BANKFIELD RD & HIGHWAY 416 (__3Z05I1) | Midblock | 03 - P.D. only | 07 - SMV other | 02 - Wet | 02 - Rain | 01 - Daylight | 10 - No control | 1 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.210216 | -75.734365 |
| 74605 | 2022/06/02 | 8:28 | HIGHWAY 417 btwn HWY417 IC129 RAMP25 & TRANSITWAY (__3Z07AX) | Midblock | 03 - P.D. only | 03 - Rear end | 01 - Dry | 01 - Clear | 01 - Daylight | 10 - No control | 2 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.358515 | -75.772919 |
| 74606 | 2022/06/02 | 12:38 | HIGHWAY 417 btwn HWY417 IC117 RAMP36 & HWY417 IC117 RAMP26 (__3Z06TK) | Midblock | 03 - P.D. only | 99 - Other | 01 - Dry | 01 - Clear | 01 - Daylight | 10 - No control | 2 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.417398 | -75.658775 |
| 74607 | 2022/06/03 | 11:52 | HIGHWAY 417 btwn HWY417 IC169 RAMP26 & HWY417 IC169 RAMP61 (__5SPOU0) | Midblock | 03 - P.D. only | 03 - Rear end | 01 - Dry | 01 - Clear | 01 - Daylight | 10 - No control | 2 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.362241 | -76.233622 |
| 74608 | 2022/06/03 | 12:10 | HIGHWAY 417 btwn HWY417 IC134 RAMP36 & HWY417 IC134 RAMP26 (__3Z08RC) | Midblock | 03 - P.D. only | 07 - SMV other | 01 - Dry | 01 - Clear | 01 - Daylight | 10 - No control | 1 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.338743 | -75.841195 |
| 74609 | 2022/06/03 | 14:50 | HIGHWAY 417 btwn HWY417 IC126 RAMP25 & HWY417 IC124 RAMP57 (__3Z07AK) | Midblock | 03 - P.D. only | 03 - Rear end | 01 - Dry | 01 - Clear | 01 - Daylight | 10 - No control | 5 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.372274 | -75.752376 |
| 74610 | 2022/06/03 | 14:58 | HIGHWAY 417 btwn HWY417 IC120B RAMP36 & HWY417 IC119B RAMP76 (__3Z08HL) | Midblock | 03 - P.D. only | 03 - Rear end | 01 - Dry | 01 - Clear | 01 - Daylight | 10 - No control | 3 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.409077 | -75.691488 |
| 74611 | 2022/06/03 | 17:05 | HIGHWAY 416 btwn HWY416 IC66 RAMP62 & HWY416 IC72 RAMP24 (__3Z05ZX) | Midblock | 03 - P.D. only | 04 - Sideswipe | 01 - Dry | 01 - Clear | 01 - Daylight | 10 - No control | 2 | 0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.276966 | -75.800863 |
Duplicate rows
Most frequently occurring
| Accident_Date | Accident_Time | Location | Location_Type | Classification_Of_Accident | Initial_Impact_Type | Road_Surface_Condition | Environment_Condition | Light | Traffic_Control | Num_of_Vehicle | Num_Of_Pedestrians | Num_of_Bicycles | Num_of_Motorcycles | Num_of_Injuries | Num_of_Minimal_Injuries | Num_of_Minor_Injuries | Num_of_Major_Injuries | Num_of_Fatal_Injuries | Lat | Long | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2017/09/19 | 22:38 | COLONEL BY DR @ HOG'S BACK RD (0002635) | Intersection | 03 - P.D. only | 05 - Turning movement | 01 - Dry | 01 - Clear | 07 - Dark | 01 - Traffic signal | 2 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.370006 | -75.698201 | 2 |
| 1 | 2018/02/21 | 20:49 | BROOKFIELD RD @ FLANNERY DR/AIRPORT PKWY RAMP 34 (0006850) | Intersection | 03 - P.D. only | 04 - Sideswipe | 06 - Ice | 01 - Clear | 07 - Dark | 11 - Roundabout | 2 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.373718 | -75.684348 | 2 |
| 2 | 2018/09/17 | 17:50 | BRONSON AVE @ SUNNYSIDE AVE/UNIVERSITY RD/CARLETON U (0007209) | Intersection | 03 - P.D. only | 04 - Sideswipe | 01 - Dry | 01 - Clear | 01 - Daylight | 01 - Traffic signal | 2 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.389919 | -75.693859 | 2 |
| 3 | 2018/11/12 | 7:08 | OLD TENTH LINE RD/OR174 IC101 RAMP63 @ ST. JOSEPH BLVD (0009233) | Intersection | 03 - P.D. only | 07 - SMV other | 06 - Ice | 03 - Snow | 03 - Dawn | 01 - Traffic signal | 1 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.484600 | -75.498103 | 2 |
| 4 | 2019/11/02 | 19:45 | BANK ST @ HERON RD (0002155) | Intersection | 03 - P.D. only | 04 - Sideswipe | 02 - Wet | 02 - Rain | 07 - Dark | 01 - Traffic signal | 2 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.378572 | -75.667552 | 2 |
| 5 | 2020/09/19 | 12:30 | VANIER PKWY/CRICHTON ST @ BEECHWOOD AVE/ST. PATRICK ST (0001604) | Intersection | 03 - P.D. only | 03 - Rear end | 01 - Dry | 01 - Clear | 01 - Daylight | 01 - Traffic signal | 2 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.438357 | -75.677767 | 2 |
| 6 | 2022/05/10 | 12:00 | BRIAN COBURN BLVD @ MER BLEUE RD (0014363) | Intersection | 03 - P.D. only | 03 - Rear end | 01 - Dry | 01 - Clear | 01 - Daylight | 11 - Roundabout | 2 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.445510 | -75.498398 | 2 |
| 7 | 2022/10/03 | 15:30 | O'CONNOR ST @ QUEEN ST (0003139) | Intersection | 02 - Non-fatal injury | 02 - Angle | 01 - Dry | 01 - Clear | 01 - Daylight | 01 - Traffic signal | 2 | 0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 45.421395 | -75.698842 | 2 |